Paper Abstract and Keywords |
Presentation |
2018-11-10 12:45
A study on selection method to adaptive question items of class evaluations based on topics of course contents Shuya Nakamura, Takako Akakura (TUS) ET2018-56 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
This aim of this study is to develop the selection method to adaptive question items based on topic of course contents. For this, we apply to the method of text mining for the syllabi and class evaluation item queries. In order to extract topic of course contents, we construct a topic estimation model using LDA(latent Dirichlet allocation) based on syllabi and estimate topics of class evaluation queries. By applying the constructed model to a class evaluation queries, to extract “the topic of class evaluation queries based on the course content”. To calculate degree of similarity between the topic of syllabi and class evaluation queries might permit to adaptive class evaluation questions based on course contents. In this paper, we discuss simulation results using actual data with syllabi of national universities engineering departments. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
LDA / Class evaluation questionnaire / Syllabus / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 118, no. 294, ET2018-56, pp. 19-22, Nov. 2018. |
Paper # |
ET2018-56 |
Date of Issue |
2018-11-03 (ET) |
ISSN |
Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
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ET2018-56 |
Conference Information |
Committee |
ET |
Conference Date |
2018-11-10 - 2018-11-10 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Tokyo Polytechnic University |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Sessions for Young Researchers (Young Researcher Awards Selection), etc. |
Paper Information |
Registration To |
ET |
Conference Code |
2018-11-ET |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A study on selection method to adaptive question items of class evaluations based on topics of course contents |
Sub Title (in English) |
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LDA |
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Class evaluation questionnaire |
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Syllabus |
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1st Author's Name |
Shuya Nakamura |
1st Author's Affiliation |
Tokyo University of Science (TUS) |
2nd Author's Name |
Takako Akakura |
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Tokyo University of Science (TUS) |
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Speaker |
Author-1 |
Date Time |
2018-11-10 12:45:00 |
Presentation Time |
25 minutes |
Registration for |
ET |
Paper # |
ET2018-56 |
Volume (vol) |
vol.118 |
Number (no) |
no.294 |
Page |
pp.19-22 |
#Pages |
4 |
Date of Issue |
2018-11-03 (ET) |
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